Literature DB >> 31617032

Quantum-like behavior without quantum physics III : Logic and memory.

Stephen Selesnick1, Gualtiero Piccinini2.   

Abstract

We employ some of the machinery developed in previous work to investigate the inferential and memory functions of quantum-like neural networks. We set up a logical apparatus to implement this in the form of a Gentzen sequent calculus which codifies some of the combinatory rules for the state spaces of the neuronal networks introduced earlier. We discuss memory storage in this context and along the way find formal proof that synchronicity promotes binding and storage. These results lead to an algorithmic fragment in calculus that simulates the memory function known as pattern completion. This claim is tested by noting that the failure of certain steps in the algorithm leads to memory deficits essentially identical to those found in such pathologies as Alzheimer's dementia, schizophrenia, and certain forms of autism. Moreover, a specific "power-of-two" wiring architecture and computational logic, which have been postulated and observed across many brain circuits, emerge spontaneously from our model. We draw conclusions concerning the possible nature of such mental processes qua computations.

Entities:  

Keywords:  Memory; Networks; Pattern completion; Sequent calculus; Storage; Synchronicity; Tsien’s power-of-two law

Mesh:

Year:  2019        PMID: 31617032      PMCID: PMC6917691          DOI: 10.1007/s10867-019-09532-6

Source DB:  PubMed          Journal:  J Biol Phys        ISSN: 0092-0606            Impact factor:   1.365


  24 in total

Review 1.  GABAergic interneuron origin of schizophrenia pathophysiology.

Authors:  Kazu Nakazawa; Veronika Zsiros; Zhihong Jiang; Kazuhito Nakao; Stefan Kolata; Shuqin Zhang; Juan E Belforte
Journal:  Neuropharmacology       Date:  2011-01-26       Impact factor: 5.250

Review 2.  Long-term potentiation and memory.

Authors:  M A Lynch
Journal:  Physiol Rev       Date:  2004-01       Impact factor: 37.312

3.  Multisensory Neurons in the Primate Amygdala.

Authors:  Jeremiah Morrow; Clayton Mosher; Katalin Gothard
Journal:  J Neurosci       Date:  2019-03-11       Impact factor: 6.167

4.  Neural computation and the computational theory of cognition.

Authors:  Gualtiero Piccinini; Sonya Bahar
Journal:  Cogn Sci       Date:  2012-11-05

5.  A Postulate on the Brain's Basic Wiring Logic.

Authors:  Joe Z Tsien
Journal:  Trends Neurosci       Date:  2015-10-16       Impact factor: 13.837

6.  Quantum-like behavior without quantum physics I : Kinematics of neural-like systems.

Authors:  S A Selesnick; J P Rawling; Gualtiero Piccinini
Journal:  J Biol Phys       Date:  2017-07-13       Impact factor: 1.365

7.  Neural networks and physical systems with emergent collective computational abilities.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1982-04       Impact factor: 11.205

8.  Functional and Neuroanatomic Specificity of Episodic Memory Dysfunction in Schizophrenia: A Functional Magnetic Resonance Imaging Study of the Relational and Item-Specific Encoding Task.

Authors:  J Daniel Ragland; Charan Ranganath; Michael P Harms; Deanna M Barch; James M Gold; Evan Layher; Tyler A Lesh; Angus W MacDonald; Tara A Niendam; Joshua Phillips; Steven M Silverstein; Andrew P Yonelinas; Cameron S Carter
Journal:  JAMA Psychiatry       Date:  2015-09       Impact factor: 21.596

9.  Gap junctions between striatal fast-spiking interneurons regulate spiking activity and synchronization as a function of cortical activity.

Authors:  Johannes Hjorth; Kim T Blackwell; Jeanette Hellgren Kotaleski
Journal:  J Neurosci       Date:  2009-04-22       Impact factor: 6.167

10.  Aberrant excitatory neuronal activity and compensatory remodeling of inhibitory hippocampal circuits in mouse models of Alzheimer's disease.

Authors:  Jorge J Palop; Jeannie Chin; Erik D Roberson; Jun Wang; Myo T Thwin; Nga Bien-Ly; Jong Yoo; Kaitlyn O Ho; Gui-Qiu Yu; Anatol Kreitzer; Steven Finkbeiner; Jeffrey L Noebels; Lennart Mucke
Journal:  Neuron       Date:  2007-09-06       Impact factor: 17.173

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.